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Big Data Mining and Complexity
Brian C. CastellaniRajeev Rajaram
出版SAGE, 2022-03-01
主題Social Science / StatisticsSocial Science / ResearchReference / Research
ISBN15297109959781529710991
URLhttp://books.google.com.hk/books?id=WZVREAAAQBAJ&hl=&source=gbs_api
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註釋This book offers a much needed critical introduction to data mining and ‘big data’. Supported by multiple case studies and examples, the authors provide:
  • Digestible overviews of key terms and concepts relevant to using social media data in quantitative research.
  • A critical review of data mining and ‘big data’ from a complexity science perspective, including its future potential and limitations
  • A practical exploration of the challenges of putting together and managing a ‘big data’ database
  • An evaluation of the core mathematical and conceptual frameworks, grounded in a case-based computational modeling perspective, which form the foundations of all data mining techniques
Part of The SAGE Quantitative Research Kit, this book will give you the know-how and confidence needed to succeed on your quantitative research journey.